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Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal

Transient event usually happen due to pressure surge inside water pipeline network by either opening or closing valve rapidly or water hammer phenomena. This paper focus on identification of leak signature using Empirical Mode Decomposition (EMD) with the implementation of Ikaz-kurtosis ratio while...

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Main Authors: Pi Remli, Muhammad Aminuddin, Ghazali, M. F., Azmi, W. H., M. Yusof, M. F., M. Yusop, Hanafi, Azmi, M. L.
Format: Conference or Workshop Item
Language:English
Published: IOP Publishing 2019
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://umpir.ump.edu.my/id/eprint/24243/1/Implementation%20of%20I-kaz%20with%20Teager-Kaiser%20energy.pdf
http://umpir.ump.edu.my/id/eprint/24243/
https://doi.org/10.1088/1757-899X/469/1/012094
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spelling my.ump.umpir.242432023-01-05T00:56:19Z http://umpir.ump.edu.my/id/eprint/24243/ Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal Pi Remli, Muhammad Aminuddin Ghazali, M. F. Azmi, W. H. M. Yusof, M. F. M. Yusop, Hanafi Azmi, M. L. TJ Mechanical engineering and machinery Transient event usually happen due to pressure surge inside water pipeline network by either opening or closing valve rapidly or water hammer phenomena. This paper focus on identification of leak signature using Empirical Mode Decomposition (EMD) with the implementation of Ikaz-kurtosis ratio while Teager Kaiser Energy Operator (TKEO) use as instantaneous frequency analysis (IFA). Two synthetic signal with different pipe characteristics was construct using transmission line modelling (TLM). It is show that Ikaz-kurtosis ratio give good result in selecting the intrinsic mode function (IMF) after EMD decomposed the signal into a series of IMFs. TKEO as post processing analysis extract all the information inside the signal that contaminated with noise. Its show that leakage position can be localize with maximum error less 7.3%. Meanwhile, Outlet position recorded 3.4% maximum. This conclude that this method apply for synthetic signal is acceptable for leakage detection. IOP Publishing 2019-01 Conference or Workshop Item PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/24243/1/Implementation%20of%20I-kaz%20with%20Teager-Kaiser%20energy.pdf Pi Remli, Muhammad Aminuddin and Ghazali, M. F. and Azmi, W. H. and M. Yusof, M. F. and M. Yusop, Hanafi and Azmi, M. L. (2019) Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal. In: IOP Conference Series: Materials Science and Engineering; 1st International Postgraduate Conference on Mechanical Engineering (IPCME2018), 31 Oktober 2018 , Universiti Malaysia Pahang, Pekan. pp. 1-8., 469 (1). ISSN 1757-8981 (Print); 1757-899X (Online) https://doi.org/10.1088/1757-899X/469/1/012094
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Pi Remli, Muhammad Aminuddin
Ghazali, M. F.
Azmi, W. H.
M. Yusof, M. F.
M. Yusop, Hanafi
Azmi, M. L.
Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
description Transient event usually happen due to pressure surge inside water pipeline network by either opening or closing valve rapidly or water hammer phenomena. This paper focus on identification of leak signature using Empirical Mode Decomposition (EMD) with the implementation of Ikaz-kurtosis ratio while Teager Kaiser Energy Operator (TKEO) use as instantaneous frequency analysis (IFA). Two synthetic signal with different pipe characteristics was construct using transmission line modelling (TLM). It is show that Ikaz-kurtosis ratio give good result in selecting the intrinsic mode function (IMF) after EMD decomposed the signal into a series of IMFs. TKEO as post processing analysis extract all the information inside the signal that contaminated with noise. Its show that leakage position can be localize with maximum error less 7.3%. Meanwhile, Outlet position recorded 3.4% maximum. This conclude that this method apply for synthetic signal is acceptable for leakage detection.
format Conference or Workshop Item
author Pi Remli, Muhammad Aminuddin
Ghazali, M. F.
Azmi, W. H.
M. Yusof, M. F.
M. Yusop, Hanafi
Azmi, M. L.
author_facet Pi Remli, Muhammad Aminuddin
Ghazali, M. F.
Azmi, W. H.
M. Yusof, M. F.
M. Yusop, Hanafi
Azmi, M. L.
author_sort Pi Remli, Muhammad Aminuddin
title Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_short Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_full Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_fullStr Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_full_unstemmed Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_sort implementation of i-kaz with teager-kaiser energy operator in solving leakage problem using synthetic signal
publisher IOP Publishing
publishDate 2019
url http://umpir.ump.edu.my/id/eprint/24243/1/Implementation%20of%20I-kaz%20with%20Teager-Kaiser%20energy.pdf
http://umpir.ump.edu.my/id/eprint/24243/
https://doi.org/10.1088/1757-899X/469/1/012094
_version_ 1754529720415813632
score 13.211869

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